What to expect where and when: How statistical learning drives visual selection

J Theeuwes, L Bogaerts, D van Moorselaar - Trends in cognitive sciences, 2022 - cell.com
While the visual environment contains massive amounts of information, we should not and
cannot pay attention to all events. Instead, we need to direct attention to those events that …

Statistical learning research: A critical review and possible new directions.

R Frost, BC Armstrong, MH Christiansen - Psychological Bulletin, 2019 - psycnet.apa.org
Statistical learning (SL) is involved in a wide range of basic and higher-order cognitive
functions and is taken to be an important building block of virtually all current theories of …

How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning

CM Conway - Neuroscience & Biobehavioral Reviews, 2020 - Elsevier
Despite a growing body of research devoted to the study of how humans encode
environmental patterns, there is still no clear consensus about the nature of the …

Domain generality versus modality specificity: The paradox of statistical learning

R Frost, BC Armstrong, N Siegelman… - Trends in cognitive …, 2015 - cell.com
Statistical learning (SL) is typically considered to be a domain-general mechanism by which
cognitive systems discover the underlying distributional properties of the input. However …

Statistical learning of language: Theory, validity, and predictions of a statistical learning account of language acquisition

LC Erickson, ED Thiessen - Developmental Review, 2015 - Elsevier
Considerable research indicates that learners are sensitive to probabilistic structure in
laboratory studies of artificial language learning. However, the artificial and simplified nature …

Implicit learning as an ability

SB Kaufman, CG DeYoung, JR Gray, L Jiménez… - Cognition, 2010 - Elsevier
The ability to automatically and implicitly detect complex and noisy regularities in the
environment is a fundamental aspect of human cognition. Despite considerable interest in …

The automaticity of visual statistical learning.

NB Turk-Browne, JA Jungé… - Journal of Experimental …, 2005 - psycnet.apa.org
The visual environment contains massive amounts of information involving the relations
between objects in space and time, and recent studies of visual statistical learning (VSL) …

Implicit learning and statistical learning: One phenomenon, two approaches

P Perruchet, S Pacton - Trends in cognitive sciences, 2006 - cell.com
The domain-general learning mechanisms elicited in incidental learning situations are of
potential interest in many research fields, including language acquisition, object knowledge …

Attention is spontaneously biased toward regularities

J Zhao, N Al-Aidroos… - Psychological …, 2013 - journals.sagepub.com
Knowledge about regularities in the environment can be used to facilitate perception,
memory, and language acquisition. Given this usefulness, we hypothesized that statistically …

Neural evidence of statistical learning: Efficient detection of visual regularities without awareness

NB Turk-Browne, BJ Scholl, MM Chun… - Journal of cognitive …, 2009 - ieeexplore.ieee.org
Our environment contains regularities distributed in space and time that can be detected by
way of statistical learning. This unsupervised learning occurs without intent or awareness …